Publications
For more details, see my Google Scholar page.
Research Papers
- t-SNE Exaggerates Clusters, Provably
Noah Bergam, Szymon Snoeck, Nakul Verma.
In submission.
[Paper] - Compressibility Barriers to Neighborhood-Preserving Data Visualizations
Szymon Snoeck, Noah Bergam, Nakul Verma.
In submission.
[Paper] [Poster] - clusterSC: Advancing Synthetic Control with Donor Clustering for Disaggregate-level Data
Saeyoung Rho, Andrew Tang, Noah Bergam, Rachel Cummings, Vishal Misra.
AISTATS 2025.
[Paper] - Legal and Political Stance Detection of SCOTUS Language
Noah Bergam, Emily Allaway, and Kathleen McKeown
Natural Legal Language Processing Workshop, EMNLP 2022.
[Paper] [Poster] - Designing and Simulating a Smart Air Purifier to Combat HVAC-induced COVID-19 Transmission
Noah Bergam, Lily Chen, Sakshi Lende, Skyler Snow, Julianna Zhang, Michael DiBuono, Nicholas Calzaretto.
MIT IEEE Undegraduate Research in Technology Conference 2020.
[Paper]
Published Expository Work
- On Manifold Dimension Estimation
Noah Bergam, advised by Andrew Blumberg.
Columbia Undergraduate Journal of Mathematics, 2025.
[Paper] - The Black-Scholes model in the context of econophysics
Noah Bergam and Teodora Kolarov.
Parabola Mathematics Journal.
[Paper]
Miscellaneous
